Algorithm Python 课程可以帮助您学习排序算法、搜索算法以及树和图等数据结构。您可以培养解决问题、优化代码效率以及在实际应用中实施算法的技能。许多课程都会介绍 Jupyter Notebook 等工具以及 NumPy 和 Pandas 等库,它们支持在数据分析和人工智能项目中应用算法。

Universidad Austral
您将获得的技能: Debugging, Programming Principles, Software Installation, Python Programming, Development Environment, Integrated Development Environments, Scripting Languages, Scripting, Computer Programming
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming
混合 · 课程 · 1-4 周

您将获得的技能: Data Structures, Python Programming, Algorithms, Data Manipulation, Computational Thinking, Programming Principles, Data Processing, Data Dictionary, Computer Programming
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Python 程序设计, 数据分析, 数据结构, 生物信息学, 计算思维, Algorithm, 分子生物学, 生命科学
混合 · 课程 · 1-4 周

Clemson University
您将获得的技能: Data Structures, Algorithms, Computational Thinking, Theoretical Computer Science, Computer Programming, Computer Science, Probability, Design Strategies, Analysis, Performance Testing, Scalability
攻读学位
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Pseudocode, Computational Thinking, Bayesian Network, Data Structures, Graph Theory, Machine Learning Algorithms, Classification Algorithms, Network Analysis, Probability, Probability & Statistics
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Debugging, Data-oriented programming, Program Development, Python Programming, Data Manipulation, Data Analysis
中级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 程序设计, 人工智能, 张力流, 开发环境, 数据结构, 编程原则, 计算机编程工具, 数据操作, NumPy
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: 运筹学, 线性代数, 理论计算机科学, 计算思维, 应用数学, Algorithm, 图论
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 程序设计, 数据处理, 数据分析, 调试, 解决问题, Algorithm, 软件开发
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周